{"id":"W3006040099","doi":"10.3968/11508","title":"Study on Influencing Factors of Career Choice of Excellent Teachers: Based on the Analysis of Nine Educational Autobiographies","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Psychology; Field (mathematics); Social psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008963545,0.000109507,0.0001373697,0.0009134919,0.001629404,0.0007540984,0.0002499085,0.0002539214,0.002101934],"category_scores_gemma":[0.004272977,0.0001209393,0.0001785539,0.0005327645,0.0006428509,0.0004065547,0.0005372136,0.0004475157,0.0001416084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780897,"about_ca_system_score_gemma":0.0009438818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004791778,"about_ca_topic_score_gemma":0.01220333,"domain_scores_codex":[0.9994588,0.000212385,0.00002844824,0.00006299156,0.0001059792,0.0001314256],"domain_scores_gemma":[0.9947943,0.002567871,0.00113644,0.0001295427,0.0005049445,0.0008668986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009347034,0.0001955347,0.9512402,0.00002975774,0.00001085167,0.000594803,0.03609643,0.00005140097,0.0008084025,0.000488743,0.0001832899,0.01020718],"study_design_scores_gemma":[0.000004695503,0.0001060105,0.9105819,0.00002323788,0.00001127622,0.0005257872,0.08560102,0.0002157324,0.0003822594,0.0001988343,0.002338283,0.00001099148],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993761,0.00002822786,0.00006051483,0.00002752321,0.000001795986,0.000004358044,0.000008121131,4.416816e-7,0.0004929366],"genre_scores_gemma":[0.9994736,0.00002895496,0.00006815543,0.000006216116,0.000001811873,0.000003103661,0.00001377436,4.742744e-7,0.0004039486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004791778,"threshold_uncertainty_score":0.009527743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08310982352599382,"score_gpt":0.3449125839405466,"score_spread":0.2618027604145527,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}